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Paper Citation Record · LEDGER

SComCP: Task-Oriented Semantic Communication for Collaborative Perception

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.00895.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.00895 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:11:40.510715Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

  • verified exact4
  • verified fuzzy39
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 602cfbb0-487a-4fcb-b67f-d4ddf3cd2e33 · outbound

This paper cites 6G for vehicle-to-ever ything (V2X) communications: Enabling technologies, challenges , and oppor- tunities,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception 6G for vehicle-to-ever ything (V2X) communications: Enabling technologies, challenges , and oppor- tunities,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.858283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:27.855832Z digest=sha256:d717c4537a3670757349c04571aadec04382dd3ea9be3eb99c80ded509cfccde

Observation 9c7a28d4-453b-4673-bd9f-9543ece3a220 · outbound

This paper cites Level-5 autonomous driving—Are we there yet ? A review of research literature,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Level-5 autonomous driving—Are we there yet ? A review of research literature,

Reference 2

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raw_fallback, observed 2026-08-06T21:11:40.848427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.323452Z digest=sha256:970fd0a74022fc410a064bbe98b6d11da11e53cbb10f126f7b0a9ca40dd63fa9

Observation 219475b0-5ce5-435d-99e4-ee346fcc5085 · outbound

This paper cites Towards the unified pri nciples for level 5 autonomous vehicles,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Towards the unified pri nciples for level 5 autonomous vehicles,

Reference 3

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raw_fallback, observed 2026-08-06T21:11:40.840369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.337150Z digest=sha256:af434c23e9c5246c8df490c2cbfc29c095cedaf4b22143542b7a84dd65f2f9a8

Observation 29bd172c-937b-4215-b505-8b452650c6b4 · outbound

This paper cites Multi-modal 3D object det ection in autonomous driving: A survey and taxonomy,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Multi-modal 3D object det ection in autonomous driving: A survey and taxonomy,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.831042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.342426Z digest=sha256:4fd070c9125262cad0e5cd4f18ca3a3b093116bbb8a3afbb1ba656d5df8eef0f

Observation 63b1b497-c630-4ecc-ab7e-6be36af34a6a · outbound

This paper cites Robustness-aware 3D object detection in autonomous drivi ng: A review and outlook,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Robustness-aware 3D object detection in autonomous drivi ng: A review and outlook,

Reference 5

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raw_fallback, observed 2026-08-06T21:11:40.822780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.362393Z digest=sha256:3d255955c388ccf894cbb93dac243bbee5a9e6efac23bafcfec58087dbdb6a54

Observation e56bb75b-10d1-4bf5-b0fa-49ba1455a5f6 · outbound

This paper cites Cooperative perception wit h V2V communication for autonomous vehicles,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Cooperative perception wit h V2V communication for autonomous vehicles,

Reference 6

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.814398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.370051Z digest=sha256:4897f7c8685f85885cece206cc8b48beca1395be19bca1fbd259e04beb28803a

Observation 03fe36b2-74f6-436c-8a64-90cbbcd08dce · outbound

This paper cites Collabo rative perception in autonomous driving: Methods, datasets, and c hallenges,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Collabo rative perception in autonomous driving: Methods, datasets, and c hallenges,

Reference 7

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raw_fallback, observed 2026-08-06T21:11:40.805826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.391468Z digest=sha256:726faf4c89dbc8dc66380abc5d840f9ab23837f914b999f159c2080417839d5d

Observation 200b1459-425f-41eb-b964-e10c4bd75420 · outbound

This paper cites Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception

Reference 8

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no resolver link, observed 2026-08-06T21:11:40.406780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:11:40.406780Z digest=sha256:d590f3d29c14f17ced53c9ec8ab19c5764f51c79569b694bd9d1855c1ed7fc57

Observation 87f4e6d4-1ed9-4482-abf4-8826de43147b · outbound

This paper cites V2I interference mana gement for collaborative perception based on hierarchical reinforce ment learning,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception V2I interference mana gement for collaborative perception based on hierarchical reinforce ment learning,

Reference 9

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.797321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.415187Z digest=sha256:e6fecb0393399b7e1d8be590a21945f0fe9b96aef04eed53ccb609c923b8eedb

Observation 88907580-02ad-4411-afe6-8f58f1ad0f81 · outbound

This paper cites Spectrum sharing in vehicu lar networks based on multi-agent reinforcement learning,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Spectrum sharing in vehicu lar networks based on multi-agent reinforcement learning,

Reference 10

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no resolver link, observed 2026-08-06T21:11:40.417936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:11:40.417936Z digest=sha256:f09e6fd63fab0c4ed372b2dd2479860e972dbe3d4bee296d334256211fededa3

Observation 029b2c89-1414-4367-b217-0fd0aac3b991 · outbound

This paper cites Bringing different views together: A hybrid cooperative perception framework for connected autonomous vehicles,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Bringing different views together: A hybrid cooperative perception framework for connected autonomous vehicles,

Reference 11

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raw_fallback, observed 2026-08-06T21:11:40.785119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.422222Z digest=sha256:88c64309049c19a3b749b29044228ad908de231b31670c91159e30d4ce8d80f5

Observation 8390d716-9d9c-406f-89ba-2ec5280e789d · outbound

This paper cites Cooper: Cooperativ e perception for connected autonomous vehicles based on 3D point clouds,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Cooper: Cooperativ e perception for connected autonomous vehicles based on 3D point clouds,

Reference 12

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.777612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.425389Z digest=sha256:c5ac310153209a1bef7335b90987bce1c18a3f6b52ba19781b12dc149c09b9cf

Observation 8a9abac6-3895-4edc-bde9-14176ca68b75 · outbound

This paper cites VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:11:40.566549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.430230Z digest=sha256:65e6d557ca7f16f40bb6df769d0a6c1c49f566649136e8141a8b8cc5e9fa94cf

Observation a12e13c1-228c-4a33-8fb8-9b8a5ecafa62 · outbound

This paper cites Collaborative automated d riving: A machine learning-based method to enhance the accuracy of sh ared information,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Collaborative automated d riving: A machine learning-based method to enhance the accuracy of sh ared information,

Reference 14

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raw_fallback, observed 2026-08-06T21:11:40.769031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.432764Z digest=sha256:486dc6ff80b48288b9fd3166da0ccd7c2767fd36571228cd33230cbde8606c88

Observation 77f43c0e-309f-4a37-8910-f884858c3e7d · outbound

This paper cites CLOCs: Camera-lidar o bject candidates fusion for 3D object detection,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception CLOCs: Camera-lidar o bject candidates fusion for 3D object detection,

Reference 15

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.761859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.436382Z digest=sha256:52ceaacee8e6b05dc777ef76a7ea1c8d05569d3949d958e72eafd058f14de9da

Observation 2a842b73-7e47-4969-bf0b-95015b6a0746 · outbound

This paper cites Asynchrony-robust collaborative perception via bird’s e ye view flow,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Asynchrony-robust collaborative perception via bird’s e ye view flow,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.438721Z digest=sha256:5b6854c05556ed630436e5c35eca227ecec12385bf56e73e553c7e2b59d56279

Observation b5bc2db8-d03e-401e-a24b-8cdecd85403f · outbound

This paper cites PACP: Priority-aware collaborative perception f or connected and autonomous vehicles,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception PACP: Priority-aware collaborative perception f or connected and autonomous vehicles,

Reference 17

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.746671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.440875Z digest=sha256:cb4420cd7099057e6f6a7f0a77a5b37bbcde152832bb88e96b4cd5bb3c3c32da

Observation c14c3bd6-61b8-46ca-9885-52d728e09b62 · outbound

This paper cites Practical collaborative perception: A framework for asyn chronous and multi-agent 3D object detection,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Practical collaborative perception: A framework for asyn chronous and multi-agent 3D object detection,

Reference 18

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raw_fallback, observed 2026-08-06T21:11:40.740043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.443785Z digest=sha256:69ccc1e8817afb4b6b2656d7b24fcf2af41e9ac8ff67ed1ab87a4883c5e84dd7

Observation 8c838612-04fa-4c38-9de2-f44656b0ac57 · outbound

This paper cites A Survey and Tutorial of Redundancy Mitigation for Vehicular Cooperative Perception: Standards, Strategies and Open Issues.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception A Survey and Tutorial of Redundancy Mitigation for Vehicular Cooperative Perception: Standards, Strategies and Open Issues

Reference 19

Resolution
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local_arxiv, observed 2026-08-06T21:11:40.556660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.445798Z digest=sha256:32a2c059935292022e3c6a5f213f329e4bd55b81731c8303a37d9d64ef3d56e2

Observation 6ca7c694-465c-4f47-8d97-eece27bc1ea4 · outbound

This paper cites A survey of collaborative perception in intelligent vehicles at intersections,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception A survey of collaborative perception in intelligent vehicles at intersections,

Reference 20

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raw_fallback, observed 2026-08-06T21:11:40.733709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.448563Z digest=sha256:bca6e549515039014d1a514eb1a53de434b1591355914326d7be0774ebbb1d00

Observation af008381-8722-400d-9c3e-9456b9c6b6f0 · outbound

This paper cites When2com: Mu lti-agent perception via communication graph grouping,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception When2com: Mu lti-agent perception via communication graph grouping,

Reference 21

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raw_fallback, observed 2026-08-06T21:11:40.726562Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.450794Z digest=sha256:92b64f845c53b2753d0ebb366717fff34e78e145c720594c05bd6737f4135ef1

Observation af126f11-8a91-4378-85dd-87e23b1d2f4f · outbound

This paper cites V2VNet: V ehicle-to-vehicle communication for joi nt perception and prediction,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception V2VNet: V ehicle-to-vehicle communication for joi nt perception and prediction,

Reference 22

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raw_fallback, observed 2026-08-06T21:11:40.719712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.453446Z digest=sha256:f35cf15902027e8308d3670dcea17284e191588d0b37e42871ec264a99fb8691

Observation 471b41b7-f196-43f4-b962-f5fc05c34c2d · outbound

This paper cites Learn ing distilled collaboration graph for multi-agent perception,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Learn ing distilled collaboration graph for multi-agent perception,

Reference 23

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raw_fallback, observed 2026-08-06T21:11:40.712396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.455474Z digest=sha256:3bf8df2e2effb77d93678d8c68f214fcd29122700e59dbe9c2ce72945f89ac74

Observation 4662b5d8-1d20-468c-9335-b552d902d817 · outbound

This paper cites Where2comm : Communication-efficient collaborative perception via spa tial confidence maps,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Where2comm : Communication-efficient collaborative perception via spa tial confidence maps,

Reference 24

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raw_fallback, observed 2026-08-06T21:11:40.706231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.457708Z digest=sha256:c566ae09184fa2d40c4043eb1ca5eddad304e057a68b351a30249746f7913982

Observation 94b16bf6-2da2-4798-8433-46cbbee01f5a · outbound

This paper cites Communication chal- lenges in infrastructure-vehicle cooperative autonomous driving: A field deployment perspective,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Communication chal- lenges in infrastructure-vehicle cooperative autonomous driving: A field deployment perspective,

Reference 25

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.700061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.460122Z digest=sha256:deefd17599d57a3603ec2a825734d88734dbe0235e5f487933e476b5acfae4e1

Observation 91b4f90a-af14-47ef-86b5-866f62144b8b · outbound

This paper cites Challenges and s olutions for cellular based V2X communications,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Challenges and s olutions for cellular based V2X communications,

Reference 26

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.693204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.462417Z digest=sha256:0a81cc02ae29118406badd410b8f173cb421adecdcf1c33b6983c40feb5d6d4f

Observation 9fb5aa95-d179-4ca9-b41a-fbe4798e1586 · outbound

This paper cites Joint coding and decisi on feedback equalization for broadband wireless channels,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Joint coding and decisi on feedback equalization for broadband wireless channels,

Reference 27

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.686808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.464892Z digest=sha256:518d841a3db893147832c97ba48dca88349cd1a628425dda81499b4ce6032401

Observation 9fbd5513-6adb-4cf4-9c08-0bd7bc6b7dea · outbound

This paper cites Semantic Communication for Cooperative Perception using HARQ.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Semantic Communication for Cooperative Perception using HARQ

Reference 28

Resolution
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local_arxiv, observed 2026-08-06T21:11:40.547103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.467352Z digest=sha256:84f7d48490bd533274c391e8055a5184f6e80bd19b581b16dc85a69c0cd2a2d3

Observation 1e23c1ae-88ba-435f-948b-f76c18bd9853 · outbound

This paper cites Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception

Reference 29

Resolution
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local_arxiv, observed 2026-08-06T21:11:40.537370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.470050Z digest=sha256:46fe746086ae2ab62845940ecb49e4d9e35f2577c3a15423d5d4039a4c5596f5

Observation caef5c0e-e45c-458c-acf8-fd7866a2fc06 · outbound

This paper cites AI empowered wireless communications: From bits to semantics ,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception AI empowered wireless communications: From bits to semantics ,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.680775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.472604Z digest=sha256:aa488a02c11e80e8681fac8afa5120572e51e7ae548990212cc4637256a258b1

Observation 144b18b5-2f7c-49ef-b958-b45e9aa5c289 · outbound

This paper cites ISCom: Interest-aware semantic communication scheme for point cloud video streaming on metaverse XR devices,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception ISCom: Interest-aware semantic communication scheme for point cloud video streaming on metaverse XR devices,

Reference 31

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.674276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.475125Z digest=sha256:13741e733ba242748ad8b45ede761a7327bd37e7591fedebef18dc011bf5248f

Observation b832ea1c-e2e5-456a-bf1e-2a64f2ffd904 · outbound

This paper cites T ask- oriented semantic communication for stereo-vision 3D obje ct detection,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception T ask- oriented semantic communication for stereo-vision 3D obje ct detection,

Reference 32

Resolution
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raw_fallback, observed 2026-08-06T21:11:40.668385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.477962Z digest=sha256:f587ffb64ae89f67a4410c5b0efba263aed9495bb978029d76d618e796efcc7d

Observation 933334b0-05c7-4cf4-a4cc-d668a584d501 · outbound

This paper cites Semantic communication systems for speech transmission,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Semantic communication systems for speech transmission,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.661850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.480437Z digest=sha256:859a9130e6c301b3623825e0a3ec35dfd464b50a13e7c4a1b20acae8287c01d2

Observation 27a4a22e-176f-4c04-8e0c-f94c7db984d3 · outbound

This paper cites Dee p joint source- channel coding for wireless image transmission,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Dee p joint source- channel coding for wireless image transmission,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.656043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.483244Z digest=sha256:a92200efe51fb621560701b617fb47c8678169ec9bbcb693f75c33a95a2fd936

Observation a6c49e64-b743-4b72-9520-a3ab8ff29665 · outbound

This paper cites Semantic c ommunica- tion for cooperative perception based on importance map,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Semantic c ommunica- tion for cooperative perception based on importance map,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.649944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.485878Z digest=sha256:93c888b385c12aae4f7b11d1b1a2d891d28b2bba87f943e7313a5f4318fb7b38

Observation c9d4fd64-fffc-4baa-b814-eb08497d78c9 · outbound

This paper cites A comprehensive survey of lidar-based 3d object detection me thods with deep learning for autonomous driving,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception A comprehensive survey of lidar-based 3d object detection me thods with deep learning for autonomous driving,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.642828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.488375Z digest=sha256:a6f563d15c4316ad4361e65b8633e56c7e285c6a6d8556036248c9e394c5ab5c

Observation f7f25f9c-2980-4c1a-9c05-15727e20b134 · outbound

This paper cites Generalized intersection over union: A metric and a loss fo r bounding box regression,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Generalized intersection over union: A metric and a loss fo r bounding box regression,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.636006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.491142Z digest=sha256:debbad3c453cc6035afc803f506e781abd96bfe196b83e53e94ef2b46667edf2

Observation 12ef12e6-7938-4b00-879e-a99b87c754b5 · outbound

This paper cites Pointpillars: Fast encoders for object detection from poi nt clouds,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Pointpillars: Fast encoders for object detection from poi nt clouds,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.629896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.493626Z digest=sha256:8e4a5da284ca50ce8e45b6d3a224facac394ab3d3e22b478646b10d065983eca

Observation 02a1a1eb-adf8-43cb-a36e-1ca65cc2021a · outbound

This paper cites V2X- ViT: V ehicle-to-everything cooperative perception with visio n transformer,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception V2X- ViT: V ehicle-to-everything cooperative perception with visio n transformer,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.623342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.496145Z digest=sha256:067ee36ef5e02d43ed324a33c7537533d5a1a2676d96ae79f15a5450737776b4

Observation 11cdf132-1ea6-429e-9658-353965430b9c · outbound

This paper cites OPV2V: An open benchmark dataset and fusion pipeline for perception with v ehicle-to- vehicle communication,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception OPV2V: An open benchmark dataset and fusion pipeline for perception with v ehicle-to- vehicle communication,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.615987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.498705Z digest=sha256:a2c591da4b2fcc9735a1fec2ee9d8c0ef20c6a040d7e6b5953f394f908e5302e

Observation dc8d7aec-4823-4a28-8746-9be1e477b0ed · outbound

This paper cites Task-oriented communicat ion for vehicle- to-infrastructure cooperative perception,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Task-oriented communicat ion for vehicle- to-infrastructure cooperative perception,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.608420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.500935Z digest=sha256:482bcad87a8f37b99fc54c70b52ffcbde595ff4cc59679a3c085d320f2dacbc5

Observation c4eee5f6-20ad-43d9-8739-108501aa1096 · outbound

This paper cites Attention is all you need,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Attention is all you need,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.601595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.503373Z digest=sha256:e427031c50f86028f6beacdc16bb17c130184159a20855bc4c56fba093c79b9f

Observation e5147d42-e7a9-4ca0-b294-5668d9320e44 · outbound

This paper cites CBAM: Convol utional block attention module,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception CBAM: Convol utional block attention module,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.594951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.505550Z digest=sha256:412564b1b037d0ce0d2ddd803432b4bbf9fdc18f8b2b40a2105c831f18798a69

Observation b2c6c980-662c-4eb6-ae31-1eeee29e4331 · outbound

This paper cites Focal loss for dense object detection,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception Focal loss for dense object detection,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.587879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.508283Z digest=sha256:56d537f9a32897c67fc82df8d13f26bad91d2d98d09980b0169e6df2f9989059

Observation 235bb13f-fc69-467d-b7c9-9ad969ab5137 · outbound

This paper cites CARLA: An open urban driving simulator,.

SComCP: Task-Oriented Semantic Communication for Collaborative Perception CARLA: An open urban driving simulator,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:11:40.580834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:11:40.510715Z digest=sha256:1f87057d53277d16359663db10f11fe74a499cce2eaabea9741bd70dd554f2fc

Pith citing papers

No inbound Pith citation observations are available.